Domain Adaptation with Active Learning for Named Entity Recognition.
Huiyu SunRalph GrishmanYingchao WangPublished in: ICCCS (2) (2016)
Keyphrases
- named entity recognition
- domain adaptation
- semi supervised
- active learning
- labeled data
- semi supervised learning
- unlabeled data
- co training
- text summarization
- supervised learning
- unsupervised learning
- transfer learning
- learning algorithm
- information extraction
- machine learning
- pairwise
- learning process
- named entities
- training set
- databases
- target domain
- conditional random fields
- training examples
- data mining
- image segmentation
- multiple sources
- maximum entropy
- text categorization
- artificial intelligence
- object recognition